Accuracy vs. traffic trade-off of learning IoT data patterns at the edge with hypothesis transfer learning.
Lorenzo ValerioAndrea PassarellaMarco ContiPublished in: RTSI (2016)
Keyphrases
- trade off
- transfer learning
- learning tasks
- data sets
- prior knowledge
- training data
- learning algorithm
- active learning
- previously learned
- pairwise
- data analysis
- reinforcement learning
- data sources
- knowledge transfer
- labeled data
- transfer knowledge
- learning models
- natural language processing
- learning process
- training examples
- background knowledge
- unlabeled data
- test data
- learning problems
- supervised learning
- multi task
- semi supervised
- cross domain
- multi task learning
- labeled and unlabeled data
- learned models
- data points